multi-gpu
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Inside vLLM: Anatomy of a High-Throughput LLM Inference System (2025)
tool
36 min read
vLLM is a high-throughput LLM inference system that utilizes components such as paged attention, continuous batching, prefix caching, and specdec. It supports multi-GPU and multi-node dynamic serving to enhance performance at scale.